Gabriele Scalia
7 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (4) ๐ Cross-Pollinator (9) ๐บ๏ธ Taxonomy Completionist (12)
๐
Grand Slam
Conferences
ICML (2)
NIPS (2)
AAAI (1)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
reinforcement learning
(1)
conformal prediction
(1)
graph generation
(1)
reward function
(1)
conditional density
(1)
generative model
(1)
diffusion model
(1)
autoregressive model
(1)
prediction set
(1)
reward model
(1)
molecular graph
(1)
uncertainty estimation
(1)
generative flow network
(1)
drug discovery
(1)
retrieval-augmented generation
(1)
model-based optimization
(1)
biological sequence
(1)
generation quality
(1)
coverage guarantee
(1)
neural spline
(1)
Papers
RAG-Enhanced Collaborative LLM Agents for Drug Discovery
AAAI 2026
Adding Conditional Control to Diffusion Models with Reinforcement Learning
ICLR 2025
Conformalized Deep Splines for Optimal and Efficient Prediction Sets
AISTATS 2024
GFlowNet Assisted Biological Sequence Editing
NIPS 2024
Feedback Efficient Online Fine-Tuning of Diffusion Models
ICML 2024
Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models
NIPS 2024
Improving Graph Generation by Restricting Graph Bandwidth
ICML 2023